ETcVnFeatureScalingType
Offers feature scaling types
Syntax
Definition:
enum ETcVnFeatureScalingType : LONG
{
FST1_MAXABS = 0,
FST1_MINMAX = 1,
FST1_STANDARDIZATION = 2
};
Values
|
Name |
Description |
|---|---|
|
FST1_MAXABS |
Use the max of the absolute values of the feature vector. The normlized values are in the range [-1 to 1] or [0 to 1] if all the original values are positive. |
|
FST1_MINMAX |
Use the min and max values of the feature vector. The normlized values are in the range [0 to 1] |
|
FST1_STANDARDIZATION |
Use the mean and the standard deviation of the feature vector. The normalized vector has a mean value equal to zero and standard deviation equal to one |